Equipment- and Time-Constrained Data Acquisition Protocol for Non-Intrusive Appliance Load Monitoring

Energy behaviours will play a key role in decarbonising the building sector but require the provision of tailored insights to assist occupants to reduce their energy use. Energy disaggregation has been proposed to provide such information on the appliance level without needing a smart meter plugged...

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Bibliographic Details

Published in:	Energies
Main Authors:	Konstantinos Koasidis, Vangelis Marinakis, Haris Doukas, Nikolaos Doumouras, Anastasios Karamaneas, Alexandros Nikas
Format:	Article
Language:	English
Published:	MDPI AG 2023-10-01
Subjects:	energy disaggregation non-intrusive load monitoring LSTM-RNN decision trees smart meters time series analysis
Online Access:	https://www.mdpi.com/1996-1073/16/21/7315